Dataset belonging to the publication "Risk-averse wake steering optimization for energy and power maximization under uncertain wind direction changes"

Wake-steering control Look-up Tables related to the publication "Risk-averse wake steering optimization for energy and power maximization under uncertain wind direction changes”.Each file contains three columns: 1) the wind direction standard deviation, 2) the view angle, and 3) the turbine start orientation.The fourth column denotes the optimal related view angle orientation. The relationship between view angle, view angle orientation, wind direction, turbine orientation, turbine misalignment, and the angle to the downstream turbine:turbine orientation = wind direction - turbine misalignmentview angle = angle to the downstream turbine - wind directionview angle orientation = angle to the downstream turbine - turbine orientation = view angle + turbine misalignmentAlso described in the paper. The LuTs have been generated for a 5D-spaced two-turbine setup at a wind speed of 8 m/s. The data also includes MATLAB demonstration files showing how to apply the controller and how to plot a selection of the data. Note that the data for the “Sharpe Ratio” controller are likely not converged and suffer from undersampling, creating a not fully coherent control landscape.